The Internet of Things (IoT) is widely regarded as a key component of the Internet of the
future and thereby has drawn significant interests in recent years. IoT consists of billions of …

This paper addresses the growing need for efficient large language models (LLMs) on
mobile devices, driven by increasing cloud costs and latency concerns. We focus on …

The development of emerging applications, such as autonomous transportation systems, is
expected to result in an explosive growth in mobile data traffic. As the available spectrum …

Pre-trained language models (PLMs) like BERT have made great progress in NLP. News
articles usually contain rich textual information, and PLMs have the potentials to enhance …

Neuromorphic computing is an emerging computing paradigm that moves away from
batched processing towards the online, event-driven, processing of streaming data …

Semantic communication is a novel paradigm that conveys intention or goal from the source
to the destination. It can greatly improve communication efficiency, especially for the …

Semantic communication is a newly emerged communication paradigm that exploits deep
learning (DL) models to realize communication processes like source coding and channel …

Modern communications are usually designed to pursue a higher bit-level precision and
fewer bits while transmitting a message. This article rethinks these two major features and …

Along with the springing up of the semantics-empowered communication (SemCom)
research, it is now witnessing an unprecedentedly growing interest towards a wide range of …

Standard digital communication techniques allow us to set aside the meaning of the
messages to concentrate on the transmission of bits efficiently and reliably. However, with …